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Knowledge Nodes

Domain AI assistants: an expert in your pocket, always on, always relevant.

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Find line / Stop 03 / Domain AI assistants

02 / Knowledge Nodes

How It Works

From a question in the field to a cited answer.

Illustrative

WhatsApp / AI Farmer

My maize leaves have small holes. What should I check for?

Check the whorl for larvae and follow the scouting steps in the production guide.

Source 1

Source 1

Maize Production Guide

Page
42
Section
Scouting

“Inspect the whorl of ten plants at five points in the field…”

03 / Knowledge Nodes

What It Does

  • 01

    Passage-Level Retrieval

    Returns the exact source excerpts that support each answer, merged into a concise natural-language response.

  • 02

    Source Anchoring

    Shows the source title, page and excerpt for every response, so answers stay traceable.

  • 03

    Local Languages

    Answers in local languages and dialects, with regionally appropriate guidance.

  • 04

    Analytics and Query Auditing

    Tracks common questions, knowledge gaps and answer satisfaction, so you know which content to update.

04 / Knowledge Nodes

Control and Audit

Guardrails, where a person decides, and what gets logged.

Guardrails
Configurable access controls who sees which sources, and retrieval relevance is tuned for your domain language.
Where a Person Decides
Every answer cites the originating document and passage, so users can verify it and auditors can trace decisions.
What Gets Logged
Query auditing tracks common questions, knowledge gaps and answer satisfaction.

Praxis is the agent framework in VectorMind. Agents plan, call tools and validate their results, and every step is logged with its tool inputs and outputs. See Praxis

  • Tenant isolation
  • Full audit trail
  • POPIA and GDPR
  • Model choice

05 / Knowledge Nodes

Where It Runs

Sovereignty, deployment and POPIA.

Where it runs: Your cloud tenant in the region you choose, a South African data centre or on-premise

01 / Your tenantVectorMind runs inside your own cloud tenant, in the region you choose, including the EU.
Reaches people through
WhatsApp, web chat, a mobile app or internal portals.
Context
Conversation memory within a session, so follow-up questions stay coherent.
Platform
Cloud, private cloud or sovereign on-premise environments, with tenant isolation.
POPIA
CohesionX platforms never train on your sensitive information, and follow strict access controls, encryption and compliance protocols, including POPIA and GDPR.

06 / Knowledge Nodes

In Production

Named Case / SAAI AI Farmer

The Southern African Agricultural Initiative (SAAI) launched AI Farmer on Knowledge Nodes. Farmers get local, language-specific pest and husbandry advice that is anchored to research and extension manuals.

07 / Knowledge Nodes

Specs

Inputs
  • Research papers
  • Manuals
  • Guides
  • Your documents
Outputs
  • Cited answers
  • Source title, page and excerpt
Languages
  • Local languages and dialects
Integrations
  • WhatsApp
  • Web chat
  • Mobile app
  • Internal portals
Platform
  • VectorMind
  • Tenant isolation
  • Full audit trail
  • POPIA and GDPR
  • Model choice

08 / Knowledge Nodes

On the Line

Knowledge Nodes on the Find line, with its neighbours.

  1. VectorMindInterchange
  2. Synaptic SearchNatural-language search
  3. AtlasGoverned knowledge backbone
  4. Knowledge NodesYou are here
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